Online Continual Learning in Acoustic Scene Classification: An Empirical Study

Numerous deep learning methods for acoustic scene classification (ASC) have been proposed to improve the classification accuracy of sound events. However, only a few studies have focused on continual learning (CL) wherein a model continually learns to solve issues with task changes. Therefore, in th...

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Bibliographic Details
Main Authors: Donghee Ha, Mooseop Kim, Chi Yoon Jeong
Format: Article
Language:English
Published: MDPI AG 2023-08-01
Series:Sensors
Subjects:
Online Access:https://www.mdpi.com/1424-8220/23/15/6893